Identifying dynamical systems with bifurcations from noisy partial observation

Yohei Kondo, Kunihiko Kaneko, Shuji Ishihara

Dynamical systems are used to model a variety of phenomena in which the bifurcation structure is a fundamental characteristic. Here we propose a statistical machine-learning approa…